@improving

Agent Memory Systems: Building Long-Term Context for AI

May 28 · 15 min read · AI is almost everywhere now from agentic coding, autonomous workflows to day-to-day engineering tasks that you want to delegate to an agent. In many cases, an agent looks impressive in a single turn:

Embedding AI Into Daily Development: What Software Engineers Actually Learn

May 15 · 7 min read · The industry is currently obsessed with "Vibe Coding," but that framing misses the point for working engineers. As architects, we need to look past the trend and towards the outcome. We have spent dec

OWASP Top 10 for LLMs: A Practitioner’s Implementation Guide

May 11 · 12 min read · Large Language Models (LLMs) are becoming a core part of modern applications, from copilots and chatbots to AI agents connected to tools and internal systems. As adoption grows, so do the security ris

Everyone Talks About Golden Paths. Nobody Talks About Building Them.

May 11 · 12 min read · Everyone’s talking about Platform Engineering lately. Walk into any major technical conference like KubeCon, and you’re bombarded with talks on "Golden Paths" and "IDPs." And it’s great that the indus

Cost Optimization in Amazon ECS: Leveraging Spot Instances the Right Way

Mar 18 · 10 min read · Cost efficiency is often as critical as performance and scalability. For modern containerized applications, the need to manage infrastructure costs becomes important, as microservices often translate